MCP Server · AI & ML

mengram

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

Tier 1 sealed by lossy-channel-auto

Source: https://github.com/alibaizhanov/mengram
Registry namespace: io.github.alibaizhanov/mengram
Imported from: github-topics
License: Apache-2.0
Pricing: Open Source
Added: Jul 6, 2026

Seal evidence

Auto-sealed Tier 1 on import from GitHub topic search. Lossy Channel layers 1–2 to be backfilled by the Foreman.

L1-wash

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